Publications

PGS Publication/Study ID (PGP) PGS Developed PGS Evaluated First Author Title Journal Name Publication Date Digital object identifier (doi) PubMed ID (PMID)
PGP000745 1 1 Small AM Genomic and transcriptomic analyses of aortic stenosis enhance therapeutic target discovery and disease prediction. Nat Genet 19/12/2025 10.1038/s41588-025-02417-6 41419686
PGP000608 2 2 Zheng SL Genome-wide association analysis provides insights into the molecular etiology of dilated cardiomyopathy. Nat Genet 21/11/2024 10.1038/s41588-024-01952-y 39572783
PGP000491 1 0 Fernandez-Rozadilla C Deciphering colorectal cancer genetics through multi-omic analysis of 100,204 cases and 154,587 controls of European and east Asian ancestries. Nat Genet 20/12/2022 10.1038/s41588-022-01222-9 36539618
PGP000489 82 82 Zhang H A new method for multiancestry polygenic prediction improves performance across diverse populations. Nat Genet 25/09/2023 10.1038/s41588-023-01501-z 37749244
PGP000582 2 2 Gorman BR Genome-wide association analyses identify distinct genetic architectures for age-related macular degeneration across ancestries. Nat Genet 02/12/2024 10.1038/s41588-024-01764-0 39623103
PGP000735 9 9 Foote IF Uncovering the multivariate genetic architecture of frailty with genomic structural equation modeling Nat Genet 04/08/2025 10.1038/s41588-025-02269-0 40759756
PGP000098 1 1 Grove J Identification of common genetic risk variants for autism spectrum disorder. Nat Genet 25/02/2019 10.1038/s41588-019-0344-8 30804558
PGP000500 4 4 Shrine N Multi-ancestry genome-wide association analyses improve resolution of genes and pathways influencing lung function and chronic obstructive pulmonary disease risk. Nat Genet 13/03/2023 10.1038/s41588-023-01314-0 36914875
PGP000063 1 1 Tin A Target genes, variants, tissues and transcriptional pathways influencing human serum urate levels. Nat Genet 02/10/2019 10.1038/s41588-019-0504-x 31578528
PGP000691 1 1 Lee DSM Common-variant and rare-variant genetic architecture of heart failure across the allele-frequency spectrum. Nat Genet 07/04/2025 10.1038/s41588-025-02140-2 40195560
PGP000390 1 1 Wuttke M A catalog of genetic loci associated with kidney function from analyses of a million individuals. Nat Genet 31/05/2019 10.1038/s41588-019-0407-x 31152163
PGP000464 132 132 Liu N Cross-ancestry genome-wide association meta-analyses of hippocampal and subfield volumes. Nat Genet 19/06/2023 10.1038/s41588-023-01425-8 37337106
PGP000181 1 1 Liu G Genome-wide survival study identifies a novel synaptic locus and polygenic score for cognitive progression in Parkinson's disease. Nat Genet 06/05/2021 10.1038/s41588-021-00847-6 33958783
PGP000146 1 1 Harper AR Common genetic variants and modifiable risk factors underpin hypertrophic cardiomyopathy susceptibility and expressivity. Nat Genet 25/01/2021 10.1038/s41588-020-00764-0 33495597
PGP000283 2 2 Evangelou E Genetic analysis of over 1 million people identifies 535 new loci associated with blood pressure traits. Nat Genet 17/09/2018 10.1038/s41588-018-0205-x 30224653
PGP000712 1 1 Roselli C Meta-analysis of genome-wide associations and polygenic risk prediction for atrial fibrillation in more than 180,000 cases. Nat Genet 06/03/2025 10.1038/s41588-024-02072-3 40050429
PGP000023 1 0 Mahajan A Fine-mapping type 2 diabetes loci to single-variant resolution using high-density imputation and islet-specific epigenome maps. Nat Genet 08/10/2018 10.1038/s41588-018-0241-6 30297969
PGP000642 2 2 Zheng SL Evaluation of polygenic scores for hypertrophic cardiomyopathy in the general population and across clinical settings. Nat Genet 18/02/2025 10.1038/s41588-025-02094-5 39966645
PGP000066 1 1 Craig JE Multitrait analysis of glaucoma identifies new risk loci and enables polygenic prediction of disease susceptibility and progression. Nat Genet 20/01/2020 10.1038/s41588-019-0556-y 31959993
PGP000309 1 1 Bellenguez C New insights into the genetic etiology of Alzheimer's disease and related dementias. Nat Genet 04/04/2022 10.1038/s41588-022-01024-z 35379992
PGP000594 1 1 Ghouse J Integrative common and rare variant analyses provide insights into the genetic architecture of liver cirrhosis. Nat Genet 17/04/2024 10.1038/s41588-024-01720-y 38632349
PGP000006 5 5 Khera AV Genome-wide polygenic scores for common diseases identify individuals with risk equivalent to monogenic mutations. Nat Genet 13/08/2018 10.1038/s41588-018-0183-z 30104762
PGP000296 1 1 Pirruccello JP Deep learning enables genetic analysis of the human thoracic aorta. Nat Genet 26/11/2021 10.1038/s41588-021-00962-4 34837083
PGP000398 1 1 Ghouse J Genome-wide meta-analysis identifies 93 risk loci and enables risk prediction equivalent to monogenic forms of venous thromboembolism. Nat Genet 19/01/2023 10.1038/s41588-022-01286-7 36658437
PGP000692 4 4 Hoffmann TJ Genome-wide association study of prostate-specific antigen levels in 392,522 men identifies new loci and improves prediction across ancestry groups. Nat Genet 10/02/2025 10.1038/s41588-024-02068-z 39930085
PGP000246 3 3 Chen J The trans-ancestral genomic architecture of glycemic traits. Nat Genet 31/05/2021 10.1038/s41588-021-00852-9 34059833
PGP000128 46 46 Sinnott-Armstrong N Genetics of 35 blood and urine biomarkers in the UK Biobank. Nat Genet 18/01/2021 10.1038/s41588-020-00757-z 33462484
PGP000672 6 6 Jurgens SJ Genome-wide association study reveals mechanisms underlying dilated cardiomyopathy and myocardial resilience. Nat Genet 21/11/2024 10.1038/s41588-024-01975-5 39572784
PGP000268 1 1 Tcheandjieu C High heritability of ascending aortic diameter and trans-ancestry prediction of thoracic aortic disease. Nat Genet 30/05/2022 10.1038/s41588-022-01070-7 35637384
PGP000019 1 1 Schumacher FR Association analyses of more than 140,000 men identify 63 new prostate cancer susceptibility loci. Nat Genet 11/06/2018 10.1038/s41588-018-0142-8 29892016
PGP000182 1 2 Tadros R Shared genetic pathways contribute to risk of hypertrophic and dilated cardiomyopathies with opposite directions of effect. Nat Genet 25/01/2021 10.1038/s41588-020-00762-2 33495596
PGP000409 2 2 Aragam KG Discovery and systematic characterization of risk variants and genes for coronary artery disease in over a million participants. Nat Genet 06/12/2022 10.1038/s41588-022-01233-6 36474045
PGP000664 1 1 Park S Multivariate genomic analysis of 5 million people elucidates the genetic architecture of shared components of the metabolic syndrome. Nat Genet 30/09/2024 10.1038/s41588-024-01933-1 39349817
PGP000733 1 1 Rand SA Genome-wide association study and polygenic risk prediction of hypothyroidism. Nat Genet 14/11/2025 10.1038/s41588-025-02410-z 41238958
PGP000126 1 1 Pirruccello JP Analysis of cardiac magnetic resonance imaging in 36,000 individuals yields genetic insights into dilated cardiomyopathy. Nat Commun 07/05/2020 10.1038/s41467-020-15823-7 32382064
PGP000434 1 1 Khurshid S Clinical and genetic associations of deep learning-derived cardiac magnetic resonance-based left ventricular mass. Nat Commun 21/03/2023 10.1038/s41467-023-37173-w 36944631
PGP000429 2 2 Seviiri M A multi-phenotype analysis reveals 19 susceptibility loci for basal cell carcinoma and 15 for squamous cell carcinoma. Nat Commun 10/12/2022 10.1038/s41467-022-35345-8 36496446
PGP000102 1 3 Mars N The role of polygenic risk and susceptibility genes in breast cancer over the course of life Nat Commun 14/12/2020 10.1038/s41467-020-19966-5 33318493
PGP000101 1 1 Zhang Q Risk prediction of late-onset Alzheimer's disease implies an oligogenic architecture. Nat Commun 23/09/2020 10.1038/s41467-020-18534-1 32968074
PGP000050 16 16 Graff RE Cross-cancer evaluation of polygenic risk scores for 16 cancer types in two large cohorts. Nat Commun 12/02/2021 10.1038/s41467-021-21288-z 33579919
PGP000206 1 1 Teumer A Genome-wide association meta-analyses and fine-mapping elucidate pathways influencing albuminuria. Nat Commun 11/09/2019 10.1038/s41467-019-11576-0 31511532
PGP000405 18 18 Kim YJ The contribution of common and rare genetic variants to variation in metabolic traits in 288,137 East Asians. Nat Commun 04/11/2022 10.1038/s41467-022-34163-2 36333282
PGP000436 1 1 Kelemen M Evaluating the cost-effectiveness of polygenic risk score-stratified screening for abdominal aortic aneurysm. Nat Commun 14/09/2024 10.1038/s41467-024-52452-w 39277617
PGP000201 3 3 Pazoki R Genetic analysis in European ancestry individuals identifies 517 loci associated with liver enzymes. Nat Commun 10/05/2021 10.1038/s41467-021-22338-2 33972514
PGP000531 4 4 Kurniansyah N A multi-ethnic polygenic risk score is associated with hypertension prevalence and progression throughout adulthood. Nat Commun 21/06/2022 10.1038/s41467-022-31080-2 35729114
PGP000595 65 65 Zhang J An ensemble penalized regression method for multi-ancestry polygenic risk prediction. Nat Commun 15/04/2024 10.1038/s41467-024-47357-7 38622117
PGP000231 1 1 de Rojas I Common variants in Alzheimer's disease and risk stratification by polygenic risk scores. Nat Commun 07/06/2021 10.1038/s41467-021-22491-8 34099642
PGP000046 3 3 Kuchenbaecker K The transferability of lipid loci across African, Asian and European cohorts. Nat Commun 24/09/2019 10.1038/s41467-019-12026-7 31551420
PGP000171 0 2 Fahed AC Polygenic background modifies penetrance of monogenic variants for tier 1 genomic conditions. Nat Commun 20/08/2020 10.1038/s41467-020-17374-3 32820175
PGP000629 1 1 Saw J Chromosome 1q21.2 and additional loci influence risk of spontaneous coronary artery dissection and myocardial infarction. Nat Commun 04/09/2020 10.1038/s41467-020-17558-x 32887874
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